enhance workflow code for Python

leehuwuj commented 2 weeks ago

Update FunctionCallingAgent. Group multiple tool calls into a progress and show the progress to the UI.
Update form filling use case to use FunctionCallingAgent.

Summary by CodeRabbit

New Features
- Introduced a new create_workflow function for financial report generation and form filling workflows.
- Added a form_filling agent to the multiagent template, enhancing its capabilities.
- Implemented a structured workflow for filling missing cells in CSV files.
- Expanded the multiagent template tests by including a new agent, "form_filling".
- Added event handling classes to manage agent interactions and improve response structures.
Bug Fixes
- Improved error handling in workflow processes, ensuring better logging and response management.
Documentation
- Updated README files to reflect changes in file paths and project structure for better clarity.
Chores
- Removed outdated files related to previous implementations of financial report and form filling functionalities.

changeset-bot[bot] commented 2 weeks ago

🦋 Changeset detected

Latest commit: 6e5486c75d3b94cd2c4d0019bc79bbd2c6677615

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 1 package

| Name | Type | | ------------ | ----- | | create-llama | Patch |

Not sure what this means? Click here to learn what changesets are.

Click here if you're a maintainer who wants to add another changeset to this PR

coderabbitai[bot] commented 2 weeks ago

Walkthrough

This pull request introduces significant changes, including the creation of new workflows for generating financial reports and filling forms, along with optimizations to existing workflow code for Python. It updates various documentation paths and modifies multi-agent template tests by adding a new agent. Several files related to financial reporting and form filling have been deleted, consolidating their functionalities into new workflow structures. The overall architecture has been restructured to enhance clarity and efficiency in managing agent interactions and workflows.

Changes

File Path	Change Summary
.changeset/light-parrots-work.md	Introduced a patch "create-llama" for optimizing workflow code generation for Python.
e2e/shared/multiagent_template.spec.ts	Added `"form_filling"` to `templateAgents`; added conditional skip to specific tests.
templates/components/agents/python/blog/README-template.md	Updated file paths for agent interaction methods from `./app/examples/` to `./app/agents/`.
templates/components/agents/python/blog/app/workflows/init.py	Added `create_workflow` to `__all__` for export.
templates/components/agents/python/blog/app/workflows/blog.py	Renamed `get_chat_engine` to `create_workflow` and updated its signature.
templates/components/agents/python/blog/app/workflows/single.py	Modified `AgentRunEvent` response structure and added streaming input handling methods.
templates/components/agents/python/financial_report/README-template.md	Updated workflow module path from `app/financial_report/workflow.py` to `app/workflows/`.
templates/components/agents/python/financial_report/app/agents/analyst.py	Deleted file containing analyst agent functionality.
templates/components/agents/python/financial_report/app/agents/reporter.py	Deleted file containing reporter agent functionality.
templates/components/agents/python/financial_report/app/agents/researcher.py	Deleted file containing researcher agent functionality.
templates/components/agents/python/financial_report/app/agents/workflow.py	Deleted file containing financial report generation workflow.
templates/components/agents/python/financial_report/app/engine/engine.py	Deleted file containing `get_chat_engine` function.
templates/components/agents/python/financial_report/app/workflows/init.py	Added `create_workflow` to `__all__` for export.
templates/components/agents/python/financial_report/app/workflows/financial_report.py	Introduced new file for financial report generation workflow with event handling.
templates/components/agents/python/form_filling/README-template.md	Updated API editing path from `app/agents/form_filling.py` to `app/workflows/form_filling.py`.
templates/components/agents/python/form_filling/app/agents/form_filling.py	Deleted file containing form filling workflow functionality.
templates/components/agents/python/form_filling/app/engine/engine.py	Deleted file containing `get_chat_engine` function.
templates/components/agents/python/form_filling/app/workflows/init.py	Added `create_workflow` to `__all__` for export.
templates/components/agents/python/form_filling/app/workflows/form_filling.py	Introduced new file for form filling workflow with event handling.
templates/components/multiagent/python/app/api/routers/chat.py	Modified chat endpoint to utilize `create_workflow` and updated event handling.
templates/components/multiagent/python/app/workflows/events.py	Introduced `AgentRunEventType` and `AgentRunEvent` classes for event handling.
templates/components/multiagent/python/app/workflows/function_calling_agent.py	Introduced `FunctionCallingAgent` class for LLM interactions with tools.
templates/components/multiagent/python/app/workflows/tools.py	Introduced classes and functions for managing tool interactions in chat workflows.

Possibly related PRs

#200: The changes in this PR involve enhancements to the LLamaCloudFileService, which may relate to the optimizations in the main PR that focuses on workflow generation for Python.
#226: This PR introduces a pipeline for private files using LlamaCloud, which could be relevant to the optimizations in the main PR regarding workflow generation.
#260: The enhancements to the callback manager in this PR may relate to the workflow optimizations in the main PR, as both involve improving the handling of asynchronous operations.
#271: The introduction of a multi-agent template based on workflows aligns with the main PR's focus on optimizing workflow generation.
#300: This PR adds support for multi-agent functionality, which could be relevant to the workflow optimizations in the main PR.
#403: The introduction of a form filling use case expands the capabilities of the project, which aligns with the main PR's focus on optimizing workflow generation.

Suggested reviewers

marcusschiesser

Poem

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Workflows dance and find their room.
Forms are filled, reports take flight,
Optimized paths shine ever bright.
With every hop, new features grow,
A rabbit's joy in code's sweet flow! 🐇✨

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run-llama / create-llama